{"id":"W4411618303","doi":"10.51847/qycmihspch","title":"10.51847/qYCMihSpCH","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Physical education; Psychology; Pedagogy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001171602,0.001260674,0.0008507886,0.00280412,0.001372318,0.003686317,0.001333961,0.002790964,0.9490291],"category_scores_gemma":[0.002727084,0.0003745331,0.000640385,0.002592867,0.001068546,0.002303929,0.003221405,0.001508826,0.9139645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338144,"about_ca_system_score_gemma":0.001578847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005028593,"about_ca_topic_score_gemma":0.002727531,"domain_scores_codex":[0.9992244,0.0001305179,0.00009706061,0.0002012438,0.000233601,0.000113186],"domain_scores_gemma":[0.9972143,0.0006066205,0.0002009108,0.000531016,0.0008645075,0.00058278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001877392,0.0002779495,0.001663217,0.0006564017,0.00001736771,0.0002668304,0.0001596261,0.0001806076,0.001395427,0.003503546,0.1663085,0.8253828],"study_design_scores_gemma":[0.00005917943,0.0001198775,0.003364035,0.0007694182,0.00001306324,0.0005550776,0.0002913725,0.0003427928,0.0004962855,0.001782605,0.9921756,0.00003073522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003856048,0.003015882,0.003815501,0.002765291,0.00181929,0.0004934045,0.0029272,0.002806711,0.9785005],"genre_scores_gemma":[0.01363697,0.001806897,0.004301523,0.001658854,0.0004105014,0.0003179147,0.002046886,0.0005122857,0.9753082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05097085,"threshold_uncertainty_score":0.07270372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482820681483768,"score_gpt":0.2602264554942487,"score_spread":0.245398248679411,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}